All models are trained on 4 GPUs with a minibatch size of 128. Testing is turned off during training due to memory limit(at least 12GB is require). The LMDB data is obtained from the official caffe ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. The endeavor to explore and characterize oil and gas reservoirs presents significant ...

This repository runs hyperparameter optimization on tuning pretrained models from the PyTorch model zoo to classify images of cars in the Stanford Cars dataset. This repository offers the option to ...

导语：Mask R-CNN是Faster R-CNN的扩展形式，能够有效地检测图像中的目标，同时还能为每个实例生成一个高质量的分割掩码。 对Facebook而言，想要提高用户体验，就得在图像识别上做足功夫。 雷锋网此前报道《Facebook AML实验室负责人：将AI技术落地的N种方法》（上 ...

另外，对于残差网络的详细介绍可见何凯明博士在2016年CVPR中的最佳论文——图像识别的图像识别中的深度残差学习（Deep Residual Learning for Image Recognition）： 在论文中介绍了一个深层次的残差学习框架来解决精准度下降问题。我们明确地让这些层适合残差映射 ...